David Bourgin

numpy-ml. Machine learning, in numpy

em. Notes + notebooks on EM + variational EM algorithms for Bayesian methods tutorial

bnm. View recent highly-rated albums in the terminal

news-scrapers. Simple scrapers for news articles from WaPo, NYT, Buzzfeed, NPR

quack-workshops. Scripts and Jupyter notebooks for the QuACK OLS & dimensionality reduction workshops

mturk_utils. Kludgey helper utils for running studies on Mechanical Turk

fa-demo. Jupyter notebooks for QuACK PCA/Factor Analysis workshop

topics. A Latent Dirichlet Allocation model for identifying topics within a collection of texts via Gibbs sampling

rl. Simple reinforcement learning agents running on OpenAI gym environs

dotfiles. Misc. dotfiles

mac_os-config. Shell scripts for customized macOS machine setup and configuration.

force_align. Code for aligning podcast audio with its transcript

gentle. fork of gentle forced-aligner

bookworm_gui. modifications to bookworm gui

bookworm_api. Python

bookworm_db. Modifications to database construction scripts. Forked from https://github.com/Bookworm-project/BookwormDB

hobbit_orc. Web experiment for the Hobbits-Orcs/Missionaries-Cannibals game